SBIR/STTR Research Award
Volume Independent Analytics for Discovery of Unseen Correlations via Tensors (VIADUCT)
Award amount
$739,580Program and phase
SBIR · Phase IIAward year
2018Award details
- Awarding agency
- Department of Defense
- Branch
- Air Force
- Recipient company
- Reservoir Labs, Inc.
- Proposal award date
- 2018-09-27
- Contract end date
- 2020-09-27
- UEI
- J4DVUAMQJMW7
- Solicitation number
- 2017.1
- Topic code
- AF171-048
Research abstract
This Phase II effort continues development of Volume Independent Analytics for Discovery of Unseen Correlations via Tensors (VIADUCT). VIADUCT leverages recent advances in tensor decompositions as a form of unsupervised discovery and the proliferation of open source Big Data tools to address the lack of advanced analytics available to Air Force Activity Based Intelligence (ABI) analysts. This effort extends VIADUCT with (1) support for more precision tensor decomposition methods and improved tensor construction tools, (2) improved performance and scalability to open Big Data platforms, tools, and data storage standards, and (3) automated post-processing support for ranking and identifying activities of interest. With these enhancements, VIADUCT will provide an automated machine learning capability for discovering previously unknown patterns-of-life and patterns-of-activity in billion- to trillion scale multi-INT datasets.
Technology keywords
Not reported
Other awards by this recipient
Verified by the same UEI. These are other public SBIR/STTR award pages, not a merged company record.
- MDA21-021 - Salvo Management Using Artificial Intelligence
- Correlating and Analyzing Network Data through Interpretable Decompositions (CANDID)
- Technologies for Sharing Network Performance Data (TEECODE)
- GEO-M2M: GEOmaterials' Microscopic TO Macroscopic (electromagnetic response)
- Portacy: Enabling Advanced Exascale Mapping Tool to Assist in Porting Legacy Codes
Awards with the same topic code
Verified by an exact topic code match. This is not a text-similarity match.
- DDABI: Data Driven Activity Based Intelligence with Dynamic Knowledge Graph
- Volume Independent Analytics for Discovery of Unseen Correlations via Tensors (VIADUCT)
- Data Driven Activity Based Intelligence with Probalistic Knowledge Graph
Research funding history
71 SBIR/STTR records share this UEI (2004–2022). Reported award amounts total $38,801,244. Reported amounts are not federal obligations.
Phases: Phase I, Phase II
Agencies: Department of Defense, Department of Energy